A collection of field notes and strategic frameworks from my time scaling platforms and leading product organizations in FinTech.
I write about Payments and platform product strategy, operating-model resets, and how to ship AI-backed systems in regulated environments.
The goal is simple: practical frameworks, teardowns, and decision templates you can use in your next roadmap, risk review, or board conversation.
Agentic AI becomes shippable when you treat the model as an untrusted component and wrap autonomy in deterministic guardrails: least-privilege tools, policy vetoes, human approval gates, auditability, evals, and circuit breakers.
Agentic workflows in payments ops, guardrails for onboarding and disputes, vendor evaluation, and board level narrative. Built from workshops and advisory work.
